Use a digital multimeter to confirm that Pin 3 only yields 12V when your key is turned to the ACC or ON position.
Because Toyota utilized this footprint for decades, locating compatible aftermarket wire harnesses is incredibly easy. Toyota 08600 Radio Wiring Diagram